Pandas Profiling Report

Dataset statistics

Number of variables	125
Number of observations	43399
Missing cells	65584
Missing cells (%)	1.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	41.4 MiB
Average record size in memory	1000.0 B

Variable types

CAT	86
BOOL	24
NUM	15

Reproduction

Analysis started	2020-04-20 11:02:27.013080
Analysis finished	2020-04-20 11:15:48.286563
Version	pandas-profiling v2.6.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

`LocLen` is highly correlated with `LOCSeparate`	High Correlation
`LOCSeparate` is highly correlated with `LocLen`	High Correlation
`SeizOccur` is highly correlated with `Seiz` and 1 other fields	High Correlation
`Seiz` is highly correlated with `SeizOccur` and 1 other fields	High Correlation
`SeizLen` is highly correlated with `Seiz` and 1 other fields	High Correlation
`HAStart` is highly correlated with `HASeverity`	High Correlation
`HASeverity` is highly correlated with `HAStart`	High Correlation
`VomitNbr` is highly correlated with `Vomit` and 2 other fields	High Correlation
`Vomit` is highly correlated with `VomitNbr` and 2 other fields	High Correlation
`VomitStart` is highly correlated with `Vomit` and 2 other fields	High Correlation
`VomitLast` is highly correlated with `Vomit` and 2 other fields	High Correlation
`GCSTotal` is highly correlated with `GCSEye` and 2 other fields	High Correlation
`GCSEye` is highly correlated with `GCSTotal`	High Correlation
`GCSVerbal` is highly correlated with `GCSTotal`	High Correlation
`GCSMotor` is highly correlated with `GCSTotal`	High Correlation
`AMSAgitated` is highly correlated with `AMS` and 4 other fields	High Correlation
`AMS` is highly correlated with `AMSAgitated` and 4 other fields	High Correlation
`AMSSleep` is highly correlated with `AMS` and 4 other fields	High Correlation
`AMSSlow` is highly correlated with `AMS` and 4 other fields	High Correlation
`AMSRepeat` is highly correlated with `AMS` and 4 other fields	High Correlation
`AMSOth` is highly correlated with `AMS` and 4 other fields	High Correlation
`SFxBasHem` is highly correlated with `SFxBas` and 4 other fields	High Correlation
`SFxBas` is highly correlated with `SFxBasHem` and 4 other fields	High Correlation
`SFxBasOto` is highly correlated with `SFxBas` and 4 other fields	High Correlation
`SFxBasPer` is highly correlated with `SFxBas` and 4 other fields	High Correlation
`SFxBasRet` is highly correlated with `SFxBas` and 4 other fields	High Correlation
`SFxBasRhi` is highly correlated with `SFxBas` and 4 other fields	High Correlation
`HemaLoc` is highly correlated with `Hema` and 1 other fields	High Correlation
`Hema` is highly correlated with `HemaLoc` and 1 other fields	High Correlation
`HemaSize` is highly correlated with `Hema` and 1 other fields	High Correlation
`ClavFace` is highly correlated with `Clav` and 5 other fields	High Correlation
`Clav` is highly correlated with `ClavFace` and 5 other fields	High Correlation
`ClavNeck` is highly correlated with `Clav` and 5 other fields	High Correlation
`ClavFro` is highly correlated with `Clav` and 5 other fields	High Correlation
`ClavOcc` is highly correlated with `Clav` and 5 other fields	High Correlation
`ClavPar` is highly correlated with `Clav` and 5 other fields	High Correlation
`ClavTem` is highly correlated with `Clav` and 5 other fields	High Correlation
`NeuroDMotor` is highly correlated with `NeuroD` and 4 other fields	High Correlation
`NeuroD` is highly correlated with `NeuroDMotor` and 4 other fields	High Correlation
`NeuroDSensory` is highly correlated with `NeuroD` and 4 other fields	High Correlation
`NeuroDCranial` is highly correlated with `NeuroD` and 4 other fields	High Correlation
`NeuroDReflex` is highly correlated with `NeuroD` and 4 other fields	High Correlation
`NeuroDOth` is highly correlated with `NeuroD` and 4 other fields	High Correlation
`OSIExtremity` is highly correlated with `OSI` and 6 other fields	High Correlation
`OSI` is highly correlated with `OSIExtremity` and 6 other fields	High Correlation
`OSICut` is highly correlated with `OSI` and 6 other fields	High Correlation
`OSICspine` is highly correlated with `OSI` and 6 other fields	High Correlation
`OSIFlank` is highly correlated with `OSI` and 6 other fields	High Correlation
`OSIAbdomen` is highly correlated with `OSI` and 6 other fields	High Correlation
`OSIPelvis` is highly correlated with `OSI` and 6 other fields	High Correlation
`OSIOth` is highly correlated with `OSI` and 6 other fields	High Correlation
`IndAge` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`CTForm1` is highly correlated with `IndAge` and 37 other fields	High Correlation
`IndAmnesia` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndAMS` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndClinSFx` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndHA` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndHema` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndLOC` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndMech` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndNeuroD` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndRqstMD` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndRqstParent` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndRqstTrauma` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndSeiz` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndVomit` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndXraySFx` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`IndOth` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`CTSed` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`CTSedAge` is highly correlated with `CTSedAgitate` and 2 other fields	High Correlation
`CTSedAgitate` is highly correlated with `CTSedAge` and 2 other fields	High Correlation
`CTSedRqst` is highly correlated with `CTSedAgitate` and 2 other fields	High Correlation
`CTSedOth` is highly correlated with `CTSedAgitate` and 2 other fields	High Correlation
`AgeinYears` is highly correlated with `AgeInMonth`	High Correlation
`AgeInMonth` is highly correlated with `AgeinYears`	High Correlation
`CTDone` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`EDCT` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`PosCT` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding1` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding2` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding3` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding4` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding5` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding6` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding7` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding8` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding9` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding10` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding11` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding12` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding13` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding14` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding20` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding21` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding22` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`Finding23` is highly correlated with `CTForm1` and 37 other fields	High Correlation
`PosIntFinal` is highly correlated with `HospHeadPosCT`	High Correlation
`HospHeadPosCT` is highly correlated with `PosIntFinal`	High Correlation
`Amnesia_verb` has 2296 (5.3%) missing values	Missing
`LOCSeparate` has 1892 (4.4%) missing values	Missing
`LocLen` has 2556 (5.9%) missing values	Missing
`Seiz` has 912 (2.1%) missing values	Missing
`ActNorm` has 3335 (7.7%) missing values	Missing
`HA_verb` has 652 (1.5%) missing values	Missing
`HASeverity` has 1044 (2.4%) missing values	Missing
`HAStart` has 1332 (3.1%) missing values	Missing
`Vomit` has 443 (1.0%) missing values	Missing
`VomitLast` has 992 (2.3%) missing values	Missing
`Dizzy` has 15972 (36.8%) missing values	Missing
`GCSEye` has 1288 (3.0%) missing values	Missing
`GCSVerbal` has 1298 (3.0%) missing values	Missing
`GCSMotor` has 1310 (3.0%) missing values	Missing
`SFxBas` has 445 (1.0%) missing values	Missing
`HemaSize` has 742 (1.7%) missing values	Missing
`NeuroD` has 660 (1.5%) missing values	Missing
`Drugs` has 1818 (4.2%) missing values	Missing
`CTSed` has 914 (2.1%) missing values	Missing
`Ethnicity` has 15966 (36.8%) missing values	Missing
`Race` has 3208 (7.4%) missing values	Missing
`Observed` has 2376 (5.5%) missing values	Missing
`AgeinYears` has 5441 (12.5%) zeros	Zeros

PatNum
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct count	43399
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21700
Minimum	1
Maximum	43399
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2170.9
Q1	10850.5
median	21700
Q3	32549.5
95-th percentile	41229.1
Maximum	43399
Range	43398
Interquartile range (IQR)	21699

Descriptive statistics

Standard deviation	12528.3565
Coefficient of variation (CV)	0.5773436177
Kurtosis	-1.2
Mean	21700
Median Absolute Deviation (MAD)	10849.74999
Skewness	0
Sum	941758300
Variance	156959716.7

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.0000e+00 4.3399e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2047	1	< 0.1%
7497	1	< 0.1%
40281	1	< 0.1%
38232	1	< 0.1%
11599	1	< 0.1%
9550	1	< 0.1%
15693	1	< 0.1%
13644	1	< 0.1%
3403	1	< 0.1%
1354	1	< 0.1%
Other values (43389)	43389	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
43399	1	< 0.1%
43398	1	< 0.1%
43397	1	< 0.1%
43396	1	< 0.1%
43395	1	< 0.1%

EmplType
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	< 0.1%
Missing	18
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%

Mean	3.996749729
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	5
Q3	5
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.161453892
Coefficient of variation (CV)	0.2905996049
Kurtosis	-0.307121625
Mean	3.996749729
Median Absolute Deviation (MAD)	1.028126682
Skewness	-0.7835445613
Sum	173383
Variance	1.348975143

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	22216	51.2%
3	14333	33.0%
4	3807	8.8%
1	1974	4.5%
2	1051	2.4%
(Missing)	18	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1974	4.5%
2	1051	2.4%
3	14333	33.0%
4	3807	8.8%
5	22216	51.2%

Value	Count	Frequency (%)
5	22216	51.2%
4	3807	8.8%
3	14333	33.0%
2	1051	2.4%
1	1974	4.5%

Certification
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.984054932
Minimum	1
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	3
Maximum	90
Range	89
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	11.17813541
Coefficient of variation (CV)	2.805718194
Kurtosis	55.01735754
Mean	3.984054932
Median Absolute Deviation (MAD)	2.846317107
Skewness	7.534927584
Sum	172904
Variance	124.9507112

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 1. 2.5 3.5 47. 90. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3	27298	62.9%
2	10215	23.5%
1	4904	11.3%
90	718	1.7%
4	264	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	4904	11.3%
2	10215	23.5%
3	27298	62.9%
4	264	0.6%
90	718	1.7%

Value	Count	Frequency (%)
90	718	1.7%
4	264	0.6%
3	27298	62.9%
2	10215	23.5%
1	4904	11.3%

InjuryMech
Real number (ℝ_≥0)

Distinct count	13
Unique (%)	< 0.1%
Missing	301
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	13.90514641
Minimum	1
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	8
Q3	10
95-th percentile	90
Maximum	90
Range	89
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	22.69725687
Coefficient of variation (CV)	1.632291829
Kurtosis	7.176848609
Mean	13.90514641
Median Absolute Deviation (MAD)	12.23577278
Skewness	2.99008383
Sum	599284
Variance	515.1654695

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
8	11883	27.4%
6	4733	10.9%
1	3910	9.0%
90	3465	8.0%
12	3158	7.3%
11	3016	6.9%
10	2979	6.9%
9	2908	6.7%
7	2455	5.7%
4	1701	3.9%
Other values (3)	2890	6.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3910	9.0%
2	1433	3.3%
3	556	1.3%
4	1701	3.9%
5	901	2.1%

Value	Count	Frequency (%)
90	3465	8.0%
12	3158	7.3%
11	3016	6.9%
10	2979	6.9%
9	2908	6.7%

High_impact_InjSev
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	334
Missing (%)	0.8%
Memory size	339.2 KiB

2	29268
1	7188
3	6609

Value	Count	Frequency (%)
2	29268	67.4%
1	7188	16.6%
3	6609	15.2%
(Missing)	334	0.8%

Length

Max length	3
Mean length	3
Min length	3

Value	Count	Frequency (%)
Decimal_Number	4	57.1%
Lowercase_Letter	2	28.6%
Other_Punctuation	1	14.3%

Value	Count	Frequency (%)
Common	5	71.4%
Latin	2	28.6%

Value	Count	Frequency (%)
ASCII	7	100.0%

Amnesia_verb
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	2296
Missing (%)	5.3%
Memory size	339.2 KiB

0	21751
91	14805
1	4547

Value	Count	Frequency (%)
0	21751	50.1%
91	14805	34.1%
1	4547	10.5%
(Missing)	2296	5.3%

Length

Max length	4
Mean length	3.341136893
Min length	3

Value	Count	Frequency (%)
Decimal_Number	3	50.0%
Lowercase_Letter	2	33.3%
Other_Punctuation	1	16.7%

Value	Count	Frequency (%)
Common	4	66.7%
Latin	2	33.3%

Value	Count	Frequency (%)
ASCII	6	100.0%

LOCSeparate
Categorical

HIGH CORRELATION
MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1892
Missing (%)	4.4%
Memory size	339.2 KiB

0	34665
1	4830
2	2012

Value	Count	Frequency (%)
0	34665	79.9%
1	4830	11.1%
2	2012	4.6%
(Missing)	1892	4.4%

Length

Max length	3
Mean length	3
Min length	3

Value	Count	Frequency (%)
Decimal_Number	3	50.0%
Lowercase_Letter	2	33.3%
Other_Punctuation	1	16.7%

Value	Count	Frequency (%)
Common	4	66.7%
Latin	2	33.3%

Value	Count	Frequency (%)
ASCII	6	100.0%

LocLen
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	5
Unique (%)	< 0.1%
Missing	2556
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%

Mean	82.57853243
Minimum	1
Maximum	92
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	92
median	92
Q3	92
95-th percentile	92
Maximum	92
Range	91
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	27.51732891
Coefficient of variation (CV)	0.3332261799
Kurtosis	4.651178337
Mean	82.57853243
Median Absolute Deviation (MAD)	16.86558725
Skewness	-2.578724463
Sum	3372755
Variance	757.2033901

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
92	36557	84.2%
2	1867	4.3%
3	1133	2.6%
1	922	2.1%
4	364	0.8%
(Missing)	2556	5.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	922	2.1%
2	1867	4.3%
3	1133	2.6%
4	364	0.8%
92	36557	84.2%

Value	Count	Frequency (%)
92	36557	84.2%
4	364	0.8%
3	1133	2.6%
2	1867	4.3%
1	922	2.1%

Seiz
Boolean

HIGH CORRELATION
MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	912
Missing (%)	2.1%
Memory size	339.2 KiB

0	41884
1	603
(Missing)	912

Frequency Table

Value	Count	Frequency (%)
0	41884	96.5%
1	603	1.4%
(Missing)	912	2.1%

SeizOccur
Categorical

HIGH CORRELATION

Distinct count	4
Unique (%)	< 0.1%
Missing	71
Missing (%)	0.2%
Memory size	339.2 KiB

92	42796
1	253
2	210
3	69

Value	Count	Frequency (%)
92	42796	98.6%
1	253	0.6%
2	210	0.5%
3	69	0.2%
(Missing)	71	0.2%

Length

Max length	4
Mean length	3.986105671
Min length	3

Value	Count	Frequency (%)
Decimal_Number	5	62.5%
Lowercase_Letter	2	25.0%
Other_Punctuation	1	12.5%

Value	Count	Frequency (%)
Common	6	75.0%
Latin	2	25.0%

Value	Count	Frequency (%)
ASCII	8	100.0%

SeizLen
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	5
Unique (%)	< 0.1%
Missing	117
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%

Mean	90.984936
Minimum	1
Maximum	92
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	92
Q1	92
median	92
Q3	92
95-th percentile	92
Maximum	92
Range	91
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.525713618
Coefficient of variation (CV)	0.1046955028
Kurtosis	84.10402357
Mean	90.984936
Median Absolute Deviation (MAD)	2.007332327
Skewness	-9.278674499
Sum	3938010
Variance	90.73921994

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
92	42796	98.6%
1	259	0.6%
2	180	0.4%
3	29	0.1%
4	18	< 0.1%
(Missing)	117	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	259	0.6%
2	180	0.4%
3	29	0.1%
4	18	< 0.1%
92	42796	98.6%

Value	Count	Frequency (%)
92	42796	98.6%
4	18	< 0.1%
3	29	0.1%
2	180	0.4%
1	259	0.6%

ActNorm
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	3335
Missing (%)	7.7%
Memory size	339.2 KiB

1	33269
0	6795
(Missing)	3335

Frequency Table

Value	Count	Frequency (%)
1	33269	76.7%
0	6795	15.7%
(Missing)	3335	7.7%

HA_verb
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	652
Missing (%)	1.5%
Memory size	339.2 KiB

0	15881
91	14060
1	12806

Value	Count	Frequency (%)
0	15881	36.6%
91	14060	32.4%
1	12806	29.5%
(Missing)	652	1.5%

Length

Max length	4
Mean length	3.323970598
Min length	3

Value	Count	Frequency (%)
Decimal_Number	3	50.0%
Lowercase_Letter	2	33.3%
Other_Punctuation	1	16.7%

Value	Count	Frequency (%)
Common	4	66.7%
Latin	2	33.3%

Value	Count	Frequency (%)
ASCII	6	100.0%

HASeverity
Categorical

HIGH CORRELATION
MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	1044
Missing (%)	2.4%
Memory size	339.2 KiB

92	30593
2	5671
1	5266
3	825

Value	Count	Frequency (%)
92	30593	70.5%
2	5671	13.1%
1	5266	12.1%
3	825	1.9%
(Missing)	1044	2.4%

Length

Max length	4
Mean length	3.704924077
Min length	3

Value	Count	Frequency (%)
Decimal_Number	5	62.5%
Lowercase_Letter	2	25.0%
Other_Punctuation	1	12.5%

Value	Count	Frequency (%)
Common	6	75.0%
Latin	2	25.0%

Value	Count	Frequency (%)
ASCII	8	100.0%

HAStart
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	5
Unique (%)	< 0.1%
Missing	1332
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%

Mean	67.47310243
Minimum	1
Maximum	92
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	92
Q3	92
95-th percentile	92
Maximum	92
Range	91
Interquartile range (IQR)	90

Descriptive statistics

Standard deviation	40.05029356
Coefficient of variation (CV)	0.5935742113
Kurtosis	-0.9583963324
Mean	67.47310243
Median Absolute Deviation (MAD)	35.67410927
Skewness	-1.020564419
Sum	2838391
Variance	1604.026014

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
92	30593	70.5%
2	10584	24.4%
3	629	1.4%
4	173	0.4%
1	88	0.2%
(Missing)	1332	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	88	0.2%
2	10584	24.4%
3	629	1.4%
4	173	0.4%
92	30593	70.5%

Value	Count	Frequency (%)
92	30593	70.5%
4	173	0.4%
3	629	1.4%
2	10584	24.4%
1	88	0.2%

Vomit
Boolean

HIGH CORRELATION
MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	443
Missing (%)	1.0%
Memory size	339.2 KiB

0	37152
1	5804
(Missing)	443

Frequency Table

Value	Count	Frequency (%)
0	37152	85.6%
1	5804	13.4%
(Missing)	443	1.0%

VomitNbr
Categorical

HIGH CORRELATION

Distinct count	4
Unique (%)	< 0.1%
Missing	297
Missing (%)	0.7%
Memory size	339.2 KiB

92	37595
1	2189
3	2173
2	1145

Value	Count	Frequency (%)
92	37595	86.6%
1	2189	5.0%
3	2173	5.0%
2	1145	2.6%
(Missing)	297	0.7%

Length

Max length	4
Mean length	3.8662642
Min length	3

Value	Count	Frequency (%)
Decimal_Number	5	62.5%
Lowercase_Letter	2	25.0%
Other_Punctuation	1	12.5%

Value	Count	Frequency (%)
Common	6	75.0%
Latin	2	25.0%

Value	Count	Frequency (%)
ASCII	8	100.0%

VomitStart
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	5
Unique (%)	< 0.1%
Missing	413
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%

Mean	80.77720653
Minimum	1
Maximum	92
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	92
median	92
Q3	92
95-th percentile	92
Maximum	92
Range	91
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	29.63821373
Coefficient of variation (CV)	0.3669130811
Kurtosis	3.119674345
Mean	80.77720653
Median Absolute Deviation (MAD)	19.63062022
Skewness	-2.262494591
Sum	3472289
Variance	878.4237131

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
92	37595	86.6%
2	3114	7.2%
3	1592	3.7%
4	620	1.4%
1	65	0.1%
(Missing)	413	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	65	0.1%
2	3114	7.2%
3	1592	3.7%
4	620	1.4%
92	37595	86.6%

Value	Count	Frequency (%)
92	37595	86.6%
4	620	1.4%
3	1592	3.7%
2	3114	7.2%
1	65	0.1%

VomitLast
Categorical

HIGH CORRELATION
MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	992
Missing (%)	2.3%
Memory size	339.2 KiB

92	37595
1	2762
2	1712
3	338

Value	Count	Frequency (%)
92	37595	86.6%
1	2762	6.4%
2	1712	3.9%
3	338	0.8%
(Missing)	992	2.3%

Length

Max length	4
Mean length	3.8662642
Min length	3

Value	Count	Frequency (%)
Decimal_Number	5	62.5%
Lowercase_Letter	2	25.0%
Other_Punctuation	1	12.5%

Value	Count	Frequency (%)
Common	6	75.0%
Latin	2	25.0%

Value	Count	Frequency (%)
ASCII	8	100.0%

Dizzy
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	15972
Missing (%)	36.8%
Memory size	339.2 KiB

0	24821
1	2606
(Missing)	15972

Frequency Table

Value	Count	Frequency (%)
0	24821	57.2%
1	2606	6.0%
(Missing)	15972	36.8%

Intubated
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	325
Missing (%)	0.7%
Memory size	339.2 KiB

0	42856
1	218
(Missing)	325

Frequency Table

Value	Count	Frequency (%)
0	42856	98.7%
1	218	0.5%
(Missing)	325	0.7%

Paralyzed
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	336
Missing (%)	0.8%
Memory size	339.2 KiB

0	42927
1	136
(Missing)	336

Frequency Table

Value	Count	Frequency (%)
0	42927	98.9%
1	136	0.3%
(Missing)	336	0.8%

Sedated
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	339
Missing (%)	0.8%
Memory size	339.2 KiB

0	42846
1	214
(Missing)	339

Frequency Table

Value	Count	Frequency (%)
0	42846	98.7%
1	214	0.5%
(Missing)	339	0.8%

GCSEye
Categorical

HIGH CORRELATION
MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	1288
Missing (%)	3.0%
Memory size	339.2 KiB

4	41148
3	506
1	291
2	166

Value	Count	Frequency (%)
4	41148	94.8%
3	506	1.2%
1	291	0.7%
2	166	0.4%
(Missing)	1288	3.0%

Length

Max length	3
Mean length	3
Min length	3

Value	Count	Frequency (%)
Decimal_Number	5	62.5%
Lowercase_Letter	2	25.0%
Other_Punctuation	1	12.5%

Value	Count	Frequency (%)
Common	6	75.0%
Latin	2	25.0%

Value	Count	Frequency (%)
ASCII	8	100.0%

GCSVerbal
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	5
Unique (%)	< 0.1%
Missing	1298
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.925108667
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	5
median	5
Q3	5
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4172887159
Coefficient of variation (CV)	0.08472680383
Kurtosis	60.61451557
Mean	4.925108667
Median Absolute Deviation (MAD)	0.1428629419
Skewness	-7.369297259
Sum	207352
Variance	0.1741298724

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	40156	92.5%
4	1433	3.3%
1	303	0.7%
3	119	0.3%
2	90	0.2%
(Missing)	1298	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	303	0.7%
2	90	0.2%
3	119	0.3%
4	1433	3.3%
5	40156	92.5%

Value	Count	Frequency (%)
5	40156	92.5%
4	1433	3.3%
3	119	0.3%
2	90	0.2%
1	303	0.7%

GCSMotor
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	6
Unique (%)	< 0.1%
Missing	1310
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.958397681
Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	6
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.376691974
Coefficient of variation (CV)	0.06322034784
Kurtosis	135.7428491
Mean	5.958397681
Median Absolute Deviation (MAD)	0.08169430627
Skewness	-11.22115045
Sum	250783
Variance	0.1418968433

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	41325	95.2%
5	382	0.9%
1	178	0.4%
4	154	0.4%
3	29	0.1%
2	21	< 0.1%
(Missing)	1310	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	178	0.4%
2	21	< 0.1%
3	29	0.1%
4	154	0.4%
5	382	0.9%

Value	Count	Frequency (%)
6	41325	95.2%
5	382	0.9%
4	154	0.4%
3	29	0.1%
2	21	< 0.1%

GCSTotal
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	13
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.84071062
Minimum	3
Maximum	15
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	3
5-th percentile	14
Q1	15
median	15
Q3	15
95-th percentile	15
Maximum	15
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.032624114
Coefficient of variation (CV)	0.06958050328
Kurtosis	91.09413926
Mean	14.84071062
Median Absolute Deviation (MAD)	0.3015997444
Skewness	-9.130124937
Sum	644072
Variance	1.06631256

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 3. 3.5 5.5 10.5 12.5 13.5 14.5 15. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
15	41086	94.7%
14	1344	3.1%
13	305	0.7%
3	177	0.4%
12	102	0.2%
11	93	0.2%
9	61	0.1%
10	54	0.1%
6	49	0.1%
8	46	0.1%
Other values (3)	82	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	177	0.4%
4	22	0.1%
5	18	< 0.1%
6	49	0.1%
7	42	0.1%

Value	Count	Frequency (%)
15	41086	94.7%
14	1344	3.1%
13	305	0.7%
12	102	0.2%
11	93	0.2%

GCSGroup
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

2	42430
1	969

Value	Count	Frequency (%)
2	42430	97.8%
1	969	2.2%

Length

Max length	1
Mean length	1
Min length	1

Value	Count	Frequency (%)
Decimal_Number	2	100.0%

Value	Count	Frequency (%)
Common	2	100.0%

Value	Count	Frequency (%)
ASCII	2	100.0%

AMS
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	316
Missing (%)	0.7%
Memory size	339.2 KiB

0	36618
1	6465
(Missing)	316

Frequency Table

Value	Count	Frequency (%)
0	36618	84.4%
1	6465	14.9%
(Missing)	316	0.7%

AMSAgitated
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	36934
0	5486
1	979

Value	Count	Frequency (%)
92	36934	85.1%
0	5486	12.6%
1	979	2.3%

Length

Max length	2
Mean length	1.851033434
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

AMSSleep
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	36934
1	3239
0	3226

Value	Count	Frequency (%)
92	36934	85.1%
1	3239	7.5%
0	3226	7.4%

Length

Max length	2
Mean length	1.851033434
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

AMSSlow
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	36934
0	4832
1	1633

Value	Count	Frequency (%)
92	36934	85.1%
0	4832	11.1%
1	1633	3.8%

Length

Max length	2
Mean length	1.851033434
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

AMSRepeat
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	36934
0	5989
1	476

Value	Count	Frequency (%)
92	36934	85.1%
0	5989	13.8%
1	476	1.1%

Length

Max length	2
Mean length	1.851033434
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

AMSOth
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	36934
0	5485
1	980

Value	Count	Frequency (%)
92	36934	85.1%
0	5485	12.6%
1	980	2.3%

Length

Max length	2
Mean length	1.851033434
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

SFxPalp
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	104
Missing (%)	0.2%
Memory size	339.2 KiB

0	42094
2	977
1	224

Value	Count	Frequency (%)
0	42094	97.0%
2	977	2.3%
1	224	0.5%
(Missing)	104	0.2%

Length

Max length	3
Mean length	3
Min length	3

Value	Count	Frequency (%)
Decimal_Number	3	50.0%
Lowercase_Letter	2	33.3%
Other_Punctuation	1	16.7%

Value	Count	Frequency (%)
Common	4	66.7%
Latin	2	33.3%

Value	Count	Frequency (%)
ASCII	6	100.0%

SFxPalpDepress
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	55
Missing (%)	0.1%
Memory size	339.2 KiB

92	43175
1	114
0	55

Value	Count	Frequency (%)
92	43175	99.5%
1	114	0.3%
0	55	0.1%
(Missing)	55	0.1%

Length

Max length	4
Mean length	3.994838591
Min length	3

Value	Count	Frequency (%)
Decimal_Number	4	57.1%
Lowercase_Letter	2	28.6%
Other_Punctuation	1	14.3%

Value	Count	Frequency (%)
Common	5	71.4%
Latin	2	28.6%

Value	Count	Frequency (%)
ASCII	7	100.0%

FontBulg
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	167
Missing (%)	0.4%
Memory size	339.2 KiB

0	43196
1	36
(Missing)	167

Frequency Table

Value	Count	Frequency (%)
0	43196	99.5%
1	36	0.1%
(Missing)	167	0.4%

SFxBas
Boolean

HIGH CORRELATION
MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	445
Missing (%)	1.0%
Memory size	339.2 KiB

0	42558
1	396
(Missing)	445

Frequency Table

Value	Count	Frequency (%)
0	42558	98.1%
1	396	0.9%
(Missing)	445	1.0%

SFxBasHem
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	43003
1	212
0	184

Value	Count	Frequency (%)
92	43003	99.1%
1	212	0.5%
0	184	0.4%

Length

Max length	2
Mean length	1.990875366
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

SFxBasOto
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	43003
0	359
1	37

Value	Count	Frequency (%)
92	43003	99.1%
0	359	0.8%
1	37	0.1%

Length

Max length	2
Mean length	1.990875366
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

SFxBasPer
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	43003
0	284
1	112

Value	Count	Frequency (%)
92	43003	99.1%
0	284	0.7%
1	112	0.3%

Length

Max length	2
Mean length	1.990875366
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

SFxBasRet
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	43003
0	359
1	37

Value	Count	Frequency (%)
92	43003	99.1%
0	359	0.8%
1	37	0.1%

Length

Max length	2
Mean length	1.990875366
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

SFxBasRhi
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	43003
0	374
1	22

Value	Count	Frequency (%)
92	43003	99.1%
0	374	0.9%
1	22	0.1%

Length

Max length	2
Mean length	1.990875366
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Hema
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	305
Missing (%)	0.7%
Memory size	339.2 KiB

0	25956
1	17138
(Missing)	305

Frequency Table

Value	Count	Frequency (%)
0	25956	59.8%
1	17138	39.5%
(Missing)	305	0.7%

HemaLoc
Categorical

HIGH CORRELATION

Distinct count	4
Unique (%)	< 0.1%
Missing	211
Missing (%)	0.5%
Memory size	339.2 KiB

92	26261
1	8900
3	4422
2	3605

Value	Count	Frequency (%)
92	26261	60.5%
1	8900	20.5%
3	4422	10.2%
2	3605	8.3%
(Missing)	211	0.5%

Length

Max length	4
Mean length	3.605106108
Min length	3

Value	Count	Frequency (%)
Decimal_Number	5	62.5%
Lowercase_Letter	2	25.0%
Other_Punctuation	1	12.5%

Value	Count	Frequency (%)
Common	6	75.0%
Latin	2	25.0%

Value	Count	Frequency (%)
ASCII	8	100.0%

HemaSize
Categorical

HIGH CORRELATION
MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	742
Missing (%)	1.7%
Memory size	339.2 KiB

92	26261
2	9597
1	3520
3	3279

Value	Count	Frequency (%)
92	26261	60.5%
2	9597	22.1%
1	3520	8.1%
3	3279	7.6%
(Missing)	742	1.7%

Length

Max length	4
Mean length	3.605106108
Min length	3

Value	Count	Frequency (%)
Decimal_Number	5	62.5%
Lowercase_Letter	2	25.0%
Other_Punctuation	1	12.5%

Value	Count	Frequency (%)
Common	6	75.0%
Latin	2	25.0%

Value	Count	Frequency (%)
ASCII	8	100.0%

Clav
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	137
Missing (%)	0.3%
Memory size	339.2 KiB

1	27818
0	15444
(Missing)	137

Frequency Table

Value	Count	Frequency (%)
1	27818	64.1%
0	15444	35.6%
(Missing)	137	0.3%

ClavFace
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	15581
0	14717
1	13101

Value	Count	Frequency (%)
92	15581	35.9%
0	14717	33.9%
1	13101	30.2%

Length

Max length	2
Mean length	1.359017489
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

ClavNeck
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

0	27203
92	15581
1	615

Value	Count	Frequency (%)
0	27203	62.7%
92	15581	35.9%
1	615	1.4%

Length

Max length	2
Mean length	1.359017489
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

ClavFro
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

0	18917
92	15581
1	8901

Value	Count	Frequency (%)
0	18917	43.6%
92	15581	35.9%
1	8901	20.5%

Length

Max length	2
Mean length	1.359017489
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

ClavOcc
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

0	23632
92	15581
1	4186

Value	Count	Frequency (%)
0	23632	54.5%
92	15581	35.9%
1	4186	9.6%

Length

Max length	2
Mean length	1.359017489
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

ClavPar
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

0	24379
92	15581
1	3439

Value	Count	Frequency (%)
0	24379	56.2%
92	15581	35.9%
1	3439	7.9%

Length

Max length	2
Mean length	1.359017489
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

ClavTem
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

0	26293
92	15581
1	1525

Value	Count	Frequency (%)
0	26293	60.6%
92	15581	35.9%
1	1525	3.5%

Length

Max length	2
Mean length	1.359017489
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

NeuroD
Boolean

HIGH CORRELATION
MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	660
Missing (%)	1.5%
Memory size	339.2 KiB

0	42051
1	688
(Missing)	660

Frequency Table

Value	Count	Frequency (%)
0	42051	96.9%
1	688	1.6%
(Missing)	660	1.5%

NeuroDMotor
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42711
0	502
1	186

Value	Count	Frequency (%)
92	42711	98.4%
0	502	1.2%
1	186	0.4%

Length

Max length	2
Mean length	1.9841471
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

NeuroDSensory
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42711
0	542
1	146

Value	Count	Frequency (%)
92	42711	98.4%
0	542	1.2%
1	146	0.3%

Length

Max length	2
Mean length	1.9841471
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

NeuroDCranial
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42711
0	544
1	144

Value	Count	Frequency (%)
92	42711	98.4%
0	544	1.3%
1	144	0.3%

Length

Max length	2
Mean length	1.9841471
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

NeuroDReflex
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42711
0	642
1	46

Value	Count	Frequency (%)
92	42711	98.4%
0	642	1.5%
1	46	0.1%

Length

Max length	2
Mean length	1.9841471
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

NeuroDOth
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42711
1	347
0	341

Value	Count	Frequency (%)
92	42711	98.4%
1	347	0.8%
0	341	0.8%

Length

Max length	2
Mean length	1.9841471
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

OSI
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	195
Missing (%)	0.4%
Memory size	339.2 KiB

0	38637
1	4567
(Missing)	195

Frequency Table

Value	Count	Frequency (%)
0	38637	89.0%
1	4567	10.5%
(Missing)	195	0.4%

OSIExtremity
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	38832
1	2467
0	2100

Value	Count	Frequency (%)
92	38832	89.5%
1	2467	5.7%
0	2100	4.8%

Length

Max length	2
Mean length	1.894767161
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

OSICut
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	38832
0	4507
1	60

Value	Count	Frequency (%)
92	38832	89.5%
0	4507	10.4%
1	60	0.1%

Length

Max length	2
Mean length	1.894767161
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

OSICspine
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	38832
0	3964
1	603

Value	Count	Frequency (%)
92	38832	89.5%
0	3964	9.1%
1	603	1.4%

Length

Max length	2
Mean length	1.894767161
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

OSIFlank
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	38832
0	3830
1	737

Value	Count	Frequency (%)
92	38832	89.5%
0	3830	8.8%
1	737	1.7%

Length

Max length	2
Mean length	1.894767161
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

OSIAbdomen
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	38832
0	3958
1	609

Value	Count	Frequency (%)
92	38832	89.5%
0	3958	9.1%
1	609	1.4%

Length

Max length	2
Mean length	1.894767161
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

OSIPelvis
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	38832
0	4351
1	216

Value	Count	Frequency (%)
92	38832	89.5%
0	4351	10.0%
1	216	0.5%

Length

Max length	2
Mean length	1.894767161
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

OSIOth
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	38832
0	3832
1	735

Value	Count	Frequency (%)
92	38832	89.5%
0	3832	8.8%
1	735	1.7%

Length

Max length	2
Mean length	1.894767161
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Drugs
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	1818
Missing (%)	4.2%
Memory size	339.2 KiB

0	41147
1	434
(Missing)	1818

Frequency Table

Value	Count	Frequency (%)
0	41147	94.8%
1	434	1.0%
(Missing)	1818	4.2%

CTForm1
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	28
Missing (%)	0.1%
Memory size	339.2 KiB

0	26446
1	16925
(Missing)	28

Frequency Table

Value	Count	Frequency (%)
0	26446	60.9%
1	16925	39.0%
(Missing)	28	0.1%

IndAge
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	13224
1	3701

Value	Count	Frequency (%)
92	26474	61.0%
0	13224	30.5%
1	3701	8.5%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndAmnesia
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	14532
1	2393

Value	Count	Frequency (%)
92	26474	61.0%
0	14532	33.5%
1	2393	5.5%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndAMS
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	14493
1	2432

Value	Count	Frequency (%)
92	26474	61.0%
0	14493	33.4%
1	2432	5.6%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndClinSFx
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	16467
1	458

Value	Count	Frequency (%)
92	26474	61.0%
0	16467	37.9%
1	458	1.1%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndHA
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	14081
1	2844

Value	Count	Frequency (%)
92	26474	61.0%
0	14081	32.4%
1	2844	6.6%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndHema
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	14111
1	2814

Value	Count	Frequency (%)
92	26474	61.0%
0	14111	32.5%
1	2814	6.5%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndLOC
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	12605
1	4320

Value	Count	Frequency (%)
92	26474	61.0%
0	12605	29.0%
1	4320	10.0%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndMech
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	10063
1	6862

Value	Count	Frequency (%)
92	26474	61.0%
0	10063	23.2%
1	6862	15.8%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndNeuroD
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	16451
1	474

Value	Count	Frequency (%)
92	26474	61.0%
0	16451	37.9%
1	474	1.1%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndRqstMD
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	16630
1	295

Value	Count	Frequency (%)
92	26474	61.0%
0	16630	38.3%
1	295	0.7%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndRqstParent
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	15770
1	1155

Value	Count	Frequency (%)
92	26474	61.0%
0	15770	36.3%
1	1155	2.7%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndRqstTrauma
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	16142
1	783

Value	Count	Frequency (%)
92	26474	61.0%
0	16142	37.2%
1	783	1.8%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndSeiz
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	16423
1	502

Value	Count	Frequency (%)
92	26474	61.0%
0	16423	37.8%
1	502	1.2%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndVomit
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	13836
1	3089

Value	Count	Frequency (%)
92	26474	61.0%
0	13836	31.9%
1	3089	7.1%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndXraySFx
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	16876
1	49

Value	Count	Frequency (%)
92	26474	61.0%
0	16876	38.9%
1	49	0.1%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

IndOth
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	26474
0	14372
1	2553

Value	Count	Frequency (%)
92	26474	61.0%
0	14372	33.1%
1	2553	5.9%

Length

Max length	2
Mean length	1.610014056
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

CTSed
Categorical

HIGH CORRELATION
MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	914
Missing (%)	2.1%
Memory size	339.2 KiB

92	26474
0	15357
1	654

Value	Count	Frequency (%)
92	26474	61.0%
0	15357	35.4%
1	654	1.5%
(Missing)	914	2.1%

Length

Max length	4
Mean length	3.610014056
Min length	3

Value	Count	Frequency (%)
Decimal_Number	4	57.1%
Lowercase_Letter	2	28.6%
Other_Punctuation	1	14.3%

Value	Count	Frequency (%)
Common	5	71.4%
Latin	2	28.6%

Value	Count	Frequency (%)
ASCII	7	100.0%

CTSedAgitate
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42745
1	435
0	219

Value	Count	Frequency (%)
92	42745	98.5%
1	435	1.0%
0	219	0.5%

Length

Max length	2
Mean length	1.984930528
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

CTSedAge
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42745
0	344
1	310

Value	Count	Frequency (%)
92	42745	98.5%
0	344	0.8%
1	310	0.7%

Length

Max length	2
Mean length	1.984930528
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

CTSedRqst
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42745
0	641
1	13

Value	Count	Frequency (%)
92	42745	98.5%
0	641	1.5%
1	13	< 0.1%

Length

Max length	2
Mean length	1.984930528
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

CTSedOth
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	42745
0	598
1	56

Value	Count	Frequency (%)
92	42745	98.5%
0	598	1.4%
1	56	0.1%

Length

Max length	2
Mean length	1.984930528
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

AgeInMonth
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	216
Unique (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.42934169
Minimum	0
Maximum	215
Zeros	311
Zeros (%)	0.7%
Memory size	339.2 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	23
median	67
Q3	144
95-th percentile	200
Maximum	215
Range	215
Interquartile range (IQR)	121

Descriptive statistics

Standard deviation	66.50385398
Coefficient of variation (CV)	0.7876865157
Kurtosis	-1.185374674
Mean	84.42934169
Median Absolute Deviation (MAD)	58.53200415
Skewness	0.4559098761
Sum	3664149
Variance	4422.762595

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 4.5 21.5 24.5 ... 143.5 169.5 203.5 214.5 215. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
9	517	1.2%
7	515	1.2%
14	503	1.2%
6	502	1.2%
8	495	1.1%
11	483	1.1%
15	482	1.1%
10	481	1.1%
13	480	1.1%
5	475	1.1%
Other values (206)	38466	88.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	0.7%
1	473	1.1%
2	388	0.9%
3	382	0.9%
4	419	1.0%

Value	Count	Frequency (%)
215	149	0.3%
214	138	0.3%
213	135	0.3%
212	125	0.3%
211	151	0.3%

AgeinYears
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	18
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.581418927
Minimum	0
Maximum	17
Zeros	5441
Zeros (%)	12.5%
Memory size	339.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	12
95-th percentile	16
Maximum	17
Range	17
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	5.533878282
Coefficient of variation (CV)	0.8408336172
Kurtosis	-1.190905331
Mean	6.581418927
Median Absolute Deviation (MAD)	4.875856393
Skewness	0.4547960464
Sum	285627
Variance	30.62380884

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 11.5 13.5 16.5 17. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	5463	12.6%
0	5441	12.5%
2	3910	9.0%
3	2956	6.8%
4	2472	5.7%
5	2186	5.0%
6	2003	4.6%
16	1942	4.5%
14	1939	4.5%
15	1905	4.4%
Other values (8)	13182	30.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5441	12.5%
1	5463	12.6%
2	3910	9.0%
3	2956	6.8%
4	2472	5.7%

Value	Count	Frequency (%)
17	1671	3.9%
16	1942	4.5%
15	1905	4.4%
14	1939	4.5%
13	1775	4.1%

AgeTwoPlus
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

2	32495
1	10904

Value	Count	Frequency (%)
2	32495	74.9%
1	10904	25.1%

Length

Max length	1
Mean length	1
Min length	1

Value	Count	Frequency (%)
Decimal_Number	2	100.0%

Value	Count	Frequency (%)
Common	2	100.0%

Value	Count	Frequency (%)
ASCII	2	100.0%

Gender
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	339.2 KiB

1	27055
2	16341

Value	Count	Frequency (%)
1	27055	62.3%
2	16341	37.7%
(Missing)	3	< 0.1%

Length

Max length	3
Mean length	3
Min length	3

Value	Count	Frequency (%)
Decimal_Number	3	50.0%
Lowercase_Letter	2	33.3%
Other_Punctuation	1	16.7%

Value	Count	Frequency (%)
Common	4	66.7%
Latin	2	33.3%

Value	Count	Frequency (%)
ASCII	6	100.0%

Ethnicity
Categorical

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	15966
Missing (%)	36.8%
Memory size	339.2 KiB

2	22158
1	5275

Value	Count	Frequency (%)
2	22158	51.1%
1	5275	12.2%
(Missing)	15966	36.8%

Length

Max length	3
Mean length	3
Min length	3

Value	Count	Frequency (%)
Decimal_Number	3	50.0%
Lowercase_Letter	2	33.3%
Other_Punctuation	1	16.7%

Value	Count	Frequency (%)
Common	4	66.7%
Latin	2	33.3%

Value	Count	Frequency (%)
ASCII	6	100.0%

Race
Real number (ℝ_≥0)

MISSING

Distinct count	6
Unique (%)	< 0.1%
Missing	3208
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%

Mean	4.41840213
Minimum	1
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	90
Range	89
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	15.89796101
Coefficient of variation (CV)	3.598124512
Kurtosis	24.98344367
Mean	4.41840213
Median Absolute Deviation (MAD)	5.704716189
Skewness	5.190755977
Sum	177580
Variance	252.7451642

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	21857	50.4%
2	15992	36.8%
90	1339	3.1%
3	861	2.0%
5	78	0.2%
4	64	0.1%
(Missing)	3208	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	21857	50.4%
2	15992	36.8%
3	861	2.0%
4	64	0.1%
5	78	0.2%

Value	Count	Frequency (%)
90	1339	3.1%
5	78	0.2%
4	64	0.1%
3	861	2.0%
2	15992	36.8%

Observed
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	2376
Missing (%)	5.5%
Memory size	339.2 KiB

0	35506
1	5517
(Missing)	2376

Frequency Table

Value	Count	Frequency (%)
0	35506	81.8%
1	5517	12.7%
(Missing)	2376	5.5%

EDDisposition
Real number (ℝ_≥0)

Distinct count	9
Unique (%)	< 0.1%
Missing	25
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	1.788744409
Minimum	1
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	339.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	90
Range	89
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.746226249
Coefficient of variation (CV)	3.77148698
Kurtosis	164.1668667
Mean	1.788744409
Median Absolute Deviation (MAD)	1.401642495
Skewness	12.78621198
Sum	77585
Variance	45.5115686

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	38539	88.8%
3	2512	5.8%
5	980	2.3%
4	798	1.8%
90	248	0.6%
2	185	0.4%
6	75	0.2%
8	19	< 0.1%
7	18	< 0.1%
(Missing)	25	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	38539	88.8%
2	185	0.4%
3	2512	5.8%
4	798	1.8%
5	980	2.3%

Value	Count	Frequency (%)
90	248	0.6%
8	19	< 0.1%
7	18	< 0.1%
6	75	0.2%
5	980	2.3%

CTDone
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

0	27500
1	15899

Frequency Table

Value	Count	Frequency (%)
0	27500	63.4%
1	15899	36.6%

EDCT
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
1	15787
0	112

Value	Count	Frequency (%)
92	27500	63.4%
1	15787	36.4%
0	112	0.3%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

PosCT
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	14743
1	1156

Value	Count	Frequency (%)
92	27500	63.4%
0	14743	34.0%
1	1156	2.7%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding1
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15876
1	23

Value	Count	Frequency (%)
92	27500	63.4%
0	15876	36.6%
1	23	0.1%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding2
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15646
1	253

Value	Count	Frequency (%)
92	27500	63.4%
0	15646	36.1%
1	253	0.6%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding3
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15756
1	143

Value	Count	Frequency (%)
92	27500	63.4%
0	15756	36.3%
1	143	0.3%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding4
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15669
1	230

Value	Count	Frequency (%)
92	27500	63.4%
0	15669	36.1%
1	230	0.5%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding5
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15819
1	80

Value	Count	Frequency (%)
92	27500	63.4%
0	15819	36.5%
1	80	0.2%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding6
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15761
1	138

Value	Count	Frequency (%)
92	27500	63.4%
0	15761	36.3%
1	138	0.3%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding7
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15708
1	191

Value	Count	Frequency (%)
92	27500	63.4%
0	15708	36.2%
1	191	0.4%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding8
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15842
1	57

Value	Count	Frequency (%)
92	27500	63.4%
0	15842	36.5%
1	57	0.1%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding9
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15765
1	134

Value	Count	Frequency (%)
92	27500	63.4%
0	15765	36.3%
1	134	0.3%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding10
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15656
1	243

Value	Count	Frequency (%)
92	27500	63.4%
0	15656	36.1%
1	243	0.6%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding11
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	14710
1	1189

Value	Count	Frequency (%)
92	27500	63.4%
0	14710	33.9%
1	1189	2.7%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding12
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15617
1	282

Value	Count	Frequency (%)
92	27500	63.4%
0	15617	36.0%
1	282	0.6%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding13
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15573
1	326

Value	Count	Frequency (%)
92	27500	63.4%
0	15573	35.9%
1	326	0.8%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding14
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15891
1	8

Value	Count	Frequency (%)
92	27500	63.4%
0	15891	36.6%
1	8	< 0.1%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding20
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15883
1	16

Value	Count	Frequency (%)
92	27500	63.4%
0	15883	36.6%
1	16	< 0.1%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding21
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15887
1	12

Value	Count	Frequency (%)
92	27500	63.4%
0	15887	36.6%
1	12	< 0.1%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding22
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15874
1	25

Value	Count	Frequency (%)
92	27500	63.4%
0	15874	36.6%
1	25	0.1%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Finding23
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

92	27500
0	15898
1	1

Value	Count	Frequency (%)
92	27500	63.4%
0	15898	36.6%
1	1	< 0.1%

Length

Max length	2
Mean length	1.633655153
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

DeathTBI
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	8
Missing (%)	< 0.1%
Memory size	339.2 KiB

0	43325
1	66
(Missing)	8

Frequency Table

Value	Count	Frequency (%)
0	43325	99.8%
1	66	0.2%
(Missing)	8	< 0.1%

HospHead
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	339.2 KiB

0	42528
1	868
(Missing)	3

Frequency Table

Value	Count	Frequency (%)
0	42528	98.0%
1	868	2.0%
(Missing)	3	< 0.1%

HospHeadPosCT
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

0	42706
1	693

Frequency Table

Value	Count	Frequency (%)
0	42706	98.4%
1	693	1.6%

Intub24Head
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	4
Missing (%)	< 0.1%
Memory size	339.2 KiB

0	43204
1	191
(Missing)	4

Frequency Table

Value	Count	Frequency (%)
0	43204	99.6%
1	191	0.4%
(Missing)	4	< 0.1%

Neurosurgery
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	339.2 KiB

0	43198
1	200
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	43198	99.5%
1	200	0.5%
(Missing)	1	< 0.1%

PosIntFinal
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	20
Missing (%)	< 0.1%
Memory size	339.2 KiB

0	42616
1	763
(Missing)	20

Frequency Table

Value	Count	Frequency (%)
0	42616	98.2%
1	763	1.8%
(Missing)	20	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

First rows

	PatNum	EmplType	Certification	InjuryMech	High_impact_InjSev	Amnesia_verb	LOCSeparate	LocLen	Seiz	SeizOccur	SeizLen	ActNorm	HA_verb	HASeverity	HAStart	Vomit	VomitNbr	VomitStart	VomitLast	Dizzy	Intubated	Paralyzed	Sedated	GCSEye	GCSVerbal	GCSMotor	GCSTotal	GCSGroup	AMS	AMSAgitated	AMSSleep	AMSSlow	AMSRepeat	AMSOth	SFxPalp	SFxPalpDepress	SFxBas	SFxBasHem	SFxBasOto	SFxBasPer	SFxBasRet	SFxBasRhi	Hema	HemaLoc	HemaSize	Clav	ClavFace	ClavNeck	ClavFro	ClavOcc	ClavPar	ClavTem	NeuroD	NeuroDMotor	NeuroDSensory	NeuroDCranial	NeuroDReflex	NeuroDOth	OSIExtremity	OSICut	OSICspine	OSIFlank	OSIAbdomen	OSIPelvis	OSIOth	CTForm1	IndAge	IndAmnesia	IndAMS	IndClinSFx	IndHA	IndHema	IndLOC	IndMech	IndNeuroD	IndRqstMD	IndRqstParent	IndRqstTrauma	IndSeiz	IndVomit	IndXraySFx	IndOth	CTSed	CTSedAgitate	CTSedAge	CTSedRqst	CTSedOth	AgeInMonth	AgeinYears	AgeTwoPlus	Gender	Ethnicity	Race	Observed	EDDisposition	CTDone	EDCT	PosCT	Finding1	Finding2	Finding3	Finding4	Finding5	Finding6	Finding7	Finding8	Finding9	Finding10	Finding11	Finding12	Finding13	Finding14	Finding20	Finding21	Finding22	Finding23	HospHead
0	1	3.0	3	11.0	2.0	0.0	0.0	92.0	0.0	92.0	92.0	1.0	1.0	1.0	2.0	0.0	92.0	92.0	92.0	0.0	0.0	0.0	0.0	4.0	5.0	6.0	15	2	0.0	92	92	92	92	92	0.0	92.0	0.0	92	92	92	92	92	1.0	3.0	3.0	1.0	1	0	0	0	0	1	0.0	92	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	197	16	2	1.0	2.0	2.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	0.0
1	2	5.0	3	8.0	2.0	0.0	0.0	92.0	0.0	92.0	92.0	1.0	0.0	92.0	92.0	1.0	3.0	3.0	1.0	NaN	0.0	0.0	0.0	4.0	5.0	6.0	15	2	0.0	92	92	92	92	92	0.0	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	0.0	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	1.0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0.0	92	92	92	92	64	5	2	2.0	2.0	1.0	0.0	1.0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0
2	3	5.0	3	5.0	2.0	NaN	NaN	92.0	NaN	92.0	92.0	0.0	NaN	92.0	92.0	NaN	92.0	92.0	92.0	NaN	1.0	1.0	1.0	1.0	1.0	1.0	3	1	1.0	1	0	0	0	0	1.0	1.0	1.0	0	0	1	0	1	1.0	3.0	3.0	1.0	0	0	1	0	1	0	NaN	92	92	92	92	92	92	92	92	92	92	92	92	1.0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.0	92	92	92	92	170	14	2	1.0	NaN	1.0	0.0	5.0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.0
3	4	5.0	3	6.0	1.0	91.0	0.0	92.0	0.0	92.0	92.0	1.0	91.0	92.0	92.0	0.0	92.0	92.0	92.0	NaN	0.0	0.0	0.0	4.0	5.0	6.0	15	2	0.0	92	92	92	92	92	0.0	92.0	0.0	92	92	92	92	92	1.0	1.0	2.0	1.0	0	0	1	0	0	0	0.0	92	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	13	1	1	2.0	2.0	2.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	0.0
4	5	3.0	3	12.0	2.0	91.0	0.0	92.0	0.0	92.0	92.0	0.0	91.0	92.0	92.0	1.0	1.0	2.0	2.0	NaN	0.0	0.0	0.0	4.0	4.0	5.0	13	1	1.0	0	1	1	0	0	0.0	92.0	0.0	92	92	92	92	92	1.0	1.0	2.0	1.0	0	0	1	0	0	0	0.0	92	92	92	92	92	92	92	92	92	92	92	92	1.0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0	92	92	92	92	14	1	1	1.0	2.0	2.0	0.0	1.0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0
5	6	3.0	3	NaN	NaN	91.0	0.0	92.0	0.0	92.0	92.0	1.0	91.0	92.0	92.0	0.0	92.0	92.0	92.0	NaN	0.0	0.0	0.0	4.0	5.0	6.0	15	2	0.0	92	92	92	92	92	0.0	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	1.0	0	0	1	0	0	0	0.0	92	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	46	3	2	1.0	1.0	NaN	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	0.0
6	7	3.0	3	7.0	1.0	0.0	0.0	92.0	0.0	92.0	92.0	1.0	0.0	92.0	92.0	1.0	1.0	2.0	3.0	0.0	0.0	0.0	0.0	4.0	5.0	6.0	15	2	1.0	0	0	0	0	1	0.0	92.0	0.0	92	92	92	92	92	1.0	3.0	1.0	1.0	0	0	0	0	1	0	0.0	92	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	51	4	2	1.0	NaN	2.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	0.0
7	8	3.0	3	12.0	2.0	0.0	0.0	92.0	0.0	92.0	92.0	1.0	1.0	2.0	NaN	0.0	92.0	92.0	92.0	0.0	0.0	0.0	0.0	4.0	5.0	6.0	15	2	0.0	92	92	92	92	92	0.0	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	0.0	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	145	12	2	2.0	NaN	2.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	0.0
8	9	5.0	3	6.0	1.0	91.0	0.0	92.0	0.0	92.0	92.0	0.0	0.0	92.0	92.0	0.0	92.0	92.0	92.0	0.0	0.0	0.0	0.0	4.0	5.0	6.0	15	2	0.0	92	92	92	92	92	0.0	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	0.0	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	27	2	2	1.0	NaN	1.0	1.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	0.0
9	10	5.0	3	8.0	2.0	91.0	0.0	92.0	0.0	92.0	92.0	1.0	91.0	92.0	92.0	0.0	92.0	92.0	92.0	NaN	0.0	0.0	0.0	4.0	5.0	6.0	15	2	0.0	92	92	92	92	92	0.0	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	1.0	1	0	0	0	0	0	0.0	92	92	92	92	92	92	92	92	92	92	92	92	1.0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	1	0.0	92	92	92	92	29	2	2	1.0	1.0	NaN	1.0	90.0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0.0

Last rows

	PatNum	EmplType	Certification	InjuryMech	High_impact_InjSev	Amnesia_verb	LOCSeparate	LocLen	SeizOccur	SeizLen	ActNorm	HA_verb	HASeverity	HAStart	Vomit	VomitNbr	VomitStart	VomitLast	Dizzy	GCSEye	GCSVerbal	GCSMotor	GCSTotal	GCSGroup	AMSAgitated	AMSSleep	AMSSlow	AMSRepeat	AMSOth	SFxPalpDepress	SFxBas	SFxBasHem	SFxBasOto	SFxBasPer	SFxBasRet	SFxBasRhi	Hema	HemaLoc	HemaSize	Clav	ClavFace	ClavNeck	ClavFro	ClavOcc	ClavPar	ClavTem	NeuroDMotor	NeuroDSensory	NeuroDCranial	NeuroDReflex	NeuroDOth	OSI	OSIExtremity	OSICut	OSICspine	OSIFlank	OSIAbdomen	OSIPelvis	OSIOth	CTForm1	IndAge	IndAmnesia	IndAMS	IndClinSFx	IndHA	IndHema	IndLOC	IndMech	IndNeuroD	IndRqstMD	IndRqstParent	IndRqstTrauma	IndSeiz	IndVomit	IndXraySFx	IndOth	CTSed	CTSedAgitate	CTSedAge	CTSedRqst	CTSedOth	AgeInMonth	AgeinYears	AgeTwoPlus	Gender	Ethnicity	Race	Observed	EDDisposition	CTDone	EDCT	PosCT	Finding1	Finding2	Finding3	Finding4	Finding5	Finding6	Finding7	Finding8	Finding9	Finding10	Finding11	Finding12	Finding13	Finding14	Finding20	Finding21	Finding22	Finding23
43389	43390	5.0	3	8.0	3.0	91.0	0.0	92.0	92.0	92.0	1.0	91.0	92.0	92.0	0.0	92.0	92.0	92.0	NaN	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	1.0	1.0	NaN	0.0	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	1.0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0	92	92	92	92	6	0	1	1.0	NaN	1.0	NaN	1.0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
43390	43391	3.0	1	1.0	2.0	0.0	0.0	92.0	92.0	92.0	1.0	0.0	92.0	92.0	0.0	92.0	92.0	92.0	0.0	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	1.0	0	0	1	0	0	0	92	92	92	92	92	1.0	0	0	0	1	0	1	0	1.0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0.0	92	92	92	92	176	14	2	1.0	NaN	1.0	0.0	1.0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
43391	43392	3.0	3	8.0	2.0	91.0	1.0	2.0	92.0	92.0	0.0	91.0	92.0	92.0	1.0	3.0	2.0	2.0	NaN	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	1.0	0	0	0	1	0	0.0	92.0	92.0	0.0	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	1.0	1	0	0	0	0	0	1	1	0	0	0	0	0	1	0	1	0.0	92	92	92	92	20	1	1	2.0	2.0	2.0	0.0	1.0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
43392	43393	3.0	3	12.0	2.0	91.0	0.0	92.0	92.0	92.0	1.0	91.0	92.0	92.0	0.0	92.0	92.0	92.0	NaN	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	0.0	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	9	0	1	2.0	NaN	1.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92
43393	43394	3.0	1	9.0	2.0	0.0	0.0	92.0	92.0	92.0	1.0	1.0	1.0	2.0	0.0	92.0	92.0	92.0	0.0	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	1.0	2.0	3.0	1.0	0	0	0	1	0	0	92	92	92	92	92	0.0	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	173	14	2	1.0	2.0	1.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92
43394	43395	5.0	3	8.0	2.0	0.0	0.0	92.0	92.0	92.0	1.0	0.0	92.0	92.0	0.0	92.0	92.0	92.0	0.0	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	1.0	1	0	0	0	0	0	92	92	92	92	92	0.0	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	53	4	2	1.0	2.0	2.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92
43395	43396	5.0	3	6.0	1.0	91.0	0.0	92.0	92.0	92.0	1.0	0.0	92.0	92.0	0.0	92.0	92.0	92.0	0.0	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	1.0	1.0	2.0	1.0	0	0	1	0	0	0	92	92	92	92	92	0.0	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	55	4	2	1.0	2.0	2.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92
43396	43397	5.0	3	7.0	1.0	0.0	0.0	92.0	92.0	92.0	1.0	0.0	92.0	92.0	0.0	92.0	92.0	92.0	0.0	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	1.0	1.0	3.0	1.0	1	0	0	0	0	0	92	92	92	92	92	0.0	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	61	5	2	1.0	2.0	2.0	0.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92
43397	43398	5.0	1	8.0	2.0	0.0	0.0	92.0	92.0	92.0	1.0	0.0	92.0	92.0	0.0	92.0	92.0	92.0	0.0	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	1.0	0	0	1	0	0	0	92	92	92	92	92	0.0	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92.0	92	92	92	92	64	5	2	1.0	2.0	1.0	1.0	1.0	0	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92	92
43398	43399	5.0	90	8.0	3.0	0.0	0.0	92.0	92.0	92.0	1.0	1.0	NaN	2.0	0.0	92.0	92.0	92.0	0.0	4.0	5.0	6.0	15	2	92	92	92	92	92	92.0	0.0	92	92	92	92	92	0.0	92.0	92.0	0.0	92	92	92	92	92	92	92	92	92	92	92	0.0	92	92	92	92	92	92	92	1.0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0.0	92	92	92	92	88	7	2	2.0	2.0	2.0	0.0	1.0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Missing values

Sample

First rows

Last rows